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Prompt Injection Detection on WAInjectBench 1.0 (test)

80TPR (EIA)

GPT-4o-prompt

Updated 1mo ago

Evaluation Results

Method	Links
GPT-4o-prompt 2026.04		80	-	0	84	92	4	0	89	93	0	55	71
SnapGuard 2026.04		80	-	53	70	71	75	13	82	81	9	66	75
PromptGuard 2026.04		55	-	0	0	0	0	0	0	0	0	7	13
Embedding-I 2026.04		44	-	71	47	44	36	28	48	37	25	44	52
PromptArmor 2026.04		39	-	0	0	38	0	0	76	78	0	29	45
LLaVA-1.5-7B-FT 2026.04		14	-	3	21	4	22	2	20	21	4	13	23
JailGuard 2026.04		5	-	2	5	0	45	4	2	2	28	8	12
KAD 2026.04		2	-	1	8	2	0	6	0	0	2	2	5
DataSentinel 2026.04		2	-	0	8	2	0	7	0	0	1	2	5
LLaVA-1.5-7B 2026.04		0	-	0	0	0	0	0	0	0	0	0	0
Embedding-T 2026.04		0	-	0	0	0	0	0	0	0	0	0	0